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michaelpollmann's Projects

balancehd icon balancehd

Approximately balanced estimation of average treatment effects in high dimensions.

hyperest icon hyperest

Estimation of treatment effects using hypothetical evaluations (in R), as proposed by Bernheim, Björkegren, Naecker, and Pollmann (2021).

optrdd icon optrdd

Optimized regression discontinuity designs

partreat icon partreat

Efficiently Estimate Treatment Effects Based On A Parametric Model For Treatment Effects

spatialtreat-example icon spatialtreat-example

a simple example for estimating the causal effects of spatial treatments, following Pollmann (2021)

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